https://ciclodata.com/ Articles, case studies, and reference content on AI-powered inline inspection for automotive metal stamping from Ciclo Vision. en-us Copyright Ciclo Vision Tue, 28 Apr 2026 00:00:00 GMT 1440 https://ciclodata.com/attached_assets/ciclo_light_1760467375527.png https://ciclodata.com/ https://ciclodata.com/case-studies/automotive-oem-workforce-redeployment https://ciclodata.com/case-studies/automotive-oem-workforce-redeployment Mon, 15 Sep 2025 12:00:00 GMT Case Study A major automotive OEM deployed Ciclo Vision in three months, redeployed inspection labor to higher-value work, and has caught more than 700 stamping defects inline since June 15, 2025. https://ciclodata.com/blog/ai-vs-manual-inspection-stamping https://ciclodata.com/blog/ai-vs-manual-inspection-stamping Tue, 04 Nov 2025 12:00:00 GMT Blog An honest comparison of manual end-of-line inspection versus AI-powered inline visual inspection in stamping press lines — coverage, escapes, throughput, and total cost. https://ciclodata.com/resources/stamping-defect-glossary https://ciclodata.com/resources/stamping-defect-glossary Wed, 14 Jan 2026 12:00:00 GMT Reference Definitions of common stamping defects — splits, wrinkles, slugs, draw marks, dings, galling, springback, edge defects, and more — for press shop engineers and quality managers.